Tile Quality Detection Device: Internet of Things (IoT) Demonstration Prototype

Bernhard Heiden, Bernhard Heiden, Danijel Pačnik, Jessica Pregl, Maximilian Müller, Simone Leitner, Volodymyr Alieksieiev, Bianca Tonino-Heiden

2024

Abstract

In this paper we present the development of a quality tile detection device for the Internet of Things (IoT) demonstration in a prototype for educational purposes. For this an Arduino UNO microcontroller is used, and the prototype is chosen after an initial design process, together with suitable tile parts, that imitate possible real tiles in a production line in the downscaled prototype. The Artificial Intelligence (AI) task of pattern detection is performed by a Matlab script. Finally, the Arduino, that controls the conveyor belt and the switch of the tile quality detection device is linked to the Matlab Script, that controls the picture detection and AI-script evaluation on the PC and its backcoupling to the Arduino, yielding a semi-automatic tile quality checking procedure with a human in the loop.

Paper Citation

in Harvard Style

Heiden B., Pačnik D., Pregl J., Müller M., Leitner S., Alieksieiev V. and Tonino-Heiden B. (2024). Tile Quality Detection Device: Internet of Things (IoT) Demonstration Prototype. In Proceedings of the 9th International Conference on Internet of Things, Big Data and Security - Volume 1: IoTBDS; ISBN 978-989-758-699-6, SciTePress, pages 209-215. DOI: 10.5220/0012634000003705

in Bibtex Style

@conference{iotbds24,
author={Bernhard Heiden and Danijel Pačnik and Jessica Pregl and Maximilian Müller and Simone Leitner and Volodymyr Alieksieiev and Bianca Tonino-Heiden},
title={Tile Quality Detection Device: Internet of Things (IoT) Demonstration Prototype},
booktitle={Proceedings of the 9th International Conference on Internet of Things, Big Data and Security - Volume 1: IoTBDS},
year={2024},
pages={209-215},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012634000003705},
isbn={978-989-758-699-6},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 9th International Conference on Internet of Things, Big Data and Security - Volume 1: IoTBDS
TI - Tile Quality Detection Device: Internet of Things (IoT) Demonstration Prototype
SN - 978-989-758-699-6
AU - Heiden B.
AU - Pačnik D.
AU - Pregl J.
AU - Müller M.
AU - Leitner S.
AU - Alieksieiev V.
AU - Tonino-Heiden B.
PY - 2024
SP - 209
EP - 215
DO - 10.5220/0012634000003705
PB - SciTePress